metadata
language: en
tags:
- fill-mask
Environmental Impact (CODE CARBON DEFAULT)
Metric | Value |
---|---|
Duration (in seconds) | [More Information Needed] |
Emissions (Co2eq in kg) | [More Information Needed] |
CPU power (W) | [NO CPU] |
GPU power (W) | [No GPU] |
RAM power (W) | [More Information Needed] |
CPU energy (kWh) | [No CPU] |
GPU energy (kWh) | [No GPU] |
RAM energy (kWh) | [More Information Needed] |
Consumed energy (kWh) | [More Information Needed] |
Country name | [More Information Needed] |
Cloud provider | [No Cloud] |
Cloud region | [No Cloud] |
CPU count | [No CPU] |
CPU model | [No CPU] |
GPU count | [No GPU] |
GPU model | [No GPU] |
Environmental Impact (for one core)
Metric | Value |
---|---|
CPU energy (kWh) | [No CPU] |
Emissions (Co2eq in kg) | [More Information Needed] |
Note
20 May 2024
My Config
Config | Value |
---|---|
checkpoint | albert-base-v2 |
model_name | ft_bs64_1lr6_base_x8 |
sequence_length | 400 |
num_epoch | 20 |
learning_rate | 1e-06 |
batch_size | 64 |
weight_decay | 0.0 |
warm_up_prop | 0.0 |
drop_out_prob | 0.1 |
packing_length | 100 |
train_test_split | 0.2 |
num_steps | 108600 |
Training and Testing steps
Epoch | Train Loss | Test Loss | Accuracy | Recall |
---|---|---|---|---|
0 | 0.600790 | 0.530991 | 0.729750 | 0.803681 |
1 | 0.490914 | 0.515528 | 0.750368 | 0.937117 |
2 | 0.454214 | 0.454406 | 0.784242 | 0.837423 |
3 | 0.420142 | 0.442943 | 0.794551 | 0.891104 |
4 | 0.391595 | 0.418620 | 0.801915 | 0.854294 |
5 | 0.372766 | 0.409371 | 0.809278 | 0.808282 |
6 | 0.351249 | 0.411269 | 0.816642 | 0.884969 |
7 | 0.337517 | 0.410223 | 0.814433 | 0.897239 |
8 | 0.331506 | 0.397039 | 0.825479 | 0.881902 |
9 | 0.318005 | 0.416837 | 0.804124 | 0.730061 |
10 | 0.309892 | 0.406303 | 0.818115 | 0.907975 |
11 | 0.301596 | 0.390790 | 0.832106 | 0.840491 |
12 | 0.295900 | 0.391270 | 0.832842 | 0.865031 |
13 | 0.284800 | 0.392566 | 0.832106 | 0.860429 |
14 | 0.271658 | 0.397234 | 0.829897 | 0.823620 |
15 | 0.267081 | 0.404172 | 0.837261 | 0.883436 |
16 | 0.251110 | 0.409858 | 0.828424 | 0.823620 |
17 | 0.246977 | 0.409189 | 0.829161 | 0.852761 |
18 | 0.235927 | 0.413321 | 0.828424 | 0.838957 |